Background In the last years, functional imaging has given a significant contribution to the clinical decision-making of biochemically relapsed prostate cancer (PCa). Hereby, we present a prospective study aiming to validate the role of [ 18 F]Fluoro-Methyl Choline ([ 18 F]FMCH) PET/CT in the selection of PCa patients suitable for stereotactic body radiotherapy (SBRT). Methods Patients with biochemical recurrence limited up to three lesions revealed by [ 18 F]FMCH PET/CT were enrolled in the present study and treated with SBRT on all active lesions. Systemic therapy-free survival since the [ 18 F]FMCH PET/CT was considered as the primary endpoint. Results Forty-six patients were evaluated, and a total of 67 lesions were treated. After a median follow-up of 28.9 months, systemic therapy was started in 30 patients (65.2%) and median systemic therapy-free survival was 39.1 months (95% CI 6.5-68.6); 6, 12, and 24-month ratios were 93.5%, 73.9%, and 63.1%, respectively. At univariate Cox regression analysis, Delta PSA demonstrated an impact on systemic therapy-free survival (p < 0.001). Conclusions Based on our findings, [ 18 F]FMCH PET/CT can identify oligometastatic prostate cancer patients suitable for SBRT, resulting in a systemic therapy-free survival of 39.1 months.
Abstract.Objective : The incidence of perioperative complications during endovascular repair of abdominal aortic aneurysm (EVAR) is reported in limited series. The aim of this study is to evaluate a multi-center survey of unexpected intraprocedural critical events of EVAR. Methods : A questionnaire relative to intraprocedural complications during EVAR was sent to major vascular surgery divisions in Italy. Eleven answered to the survey. The data obtained are relative to 1696 procedures. Results : A wide range of incidence of critical events was observed, from a lower value of 2.7% to a higher value of 68.8% (mean 21.16%). The problems relative to the insertion phase of the delivery system were 7.7%. Endoleaks were reported in 5.5% of cases. Stent graft release was problematic in 0.4% of cases and in another 0.4% there was a problem in shaft retrieval. Unintentional coverage of renal or polar arteries occurred in 0.8% of the procedures ; hypogastric arteries were unwillingly excluded in 2.7% of cases. Aortic or iliac artery rupture had an incidence of 0.7% ; arterial dissection occurred in 0.9%, atheroembolism in 0.5%, lower limb ischemia due to graft limb kinks in 0.7% and to occlusion in 0.9%. Conclusions : Perioperative critical events represent a serious problem only in few cases of EVAR ; they are common but in many cases not predictable ; in most circumstances they can be easily corrected with adjunctive manoeuvres during the same procedure. There is a highly significant correlation between the total workload and the incidence of critical events ; these do not appear to be related to the learning curve.
Purpose
To develop a videofluoroscopy-based predictive model of radiation-induced dysphagia (RID) by incorporating DVH parameters of swallowing organs at risk (SWOARs) in a machine learning analysis.
Methods
Videofluoroscopy (VF) was performed to assess the penetration-aspiration score (P/A) at baseline and at 6 and 12 months after RT. An RID predictive model was developed using dose to nine SWOARs and P/A-VF data at 6 and 12 months after treatment. A total of 72 dosimetric features for each patient were extracted from DVH and analyzed with linear support vector machine classification (SVC), logistic regression classification (LRC), and random forest classification (RFC).
Results
38 patients were evaluable. The relevance of SWOARs DVH features emerged both at 6 months (AUC 0.82 with SVC; 0.80 with LRC; and 0.83 with RFC) and at 12 months (AUC 0.85 with SVC; 0.82 with LRC; and 0.94 with RFC). The SWOARs and the corresponding features with the highest relevance at 6 months resulted as the base of tongue (V65 and Dmean), the superior (Dmean) and medium constrictor muscle (V45, V55; V65; Dmp; Dmean; Dmax and Dmin), and the parotid glands (Dmean and Dmp). On the contrary, the features with the highest relevance at 12 months were the medium (V55; Dmin and Dmean) and inferior constrictor muscles (V55, V65 Dmin and Dmax), the glottis (V55 and Dmax), the cricopharyngeal muscle (Dmax), and the cervical esophagus (Dmax).
Conclusion
We trained and cross-validated an RID predictive model with high discriminative ability at both 6 and 12 months after RT. We expect to improve the predictive power of this model by enlarging the number of training datasets.
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